DEVELOPMENT... OpenML
Run
4757

Run 4757

Task 2245 (Supervised Data Stream Classification) yeast Uploaded 30-04-2014 by Felicia West
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7699
Per class
Confusion matrix
F measure
0.4316
Per class
Kappa
0.2802
KB relative information score
717.5109
Mean absolute error
0.1079
Mean prior absolute error
0.18
Number of instances
1484
Per class
Precision
0.5343
Per class
Predictive accuracy
0.467
Prior entropy
3.3219
Recall
0.467
Per class
Relative absolute error
0.5996
Root mean prior squared error
0.3
Root mean squared error
0.2914
Root relative squared error
0.9713
Run CPU time
0.13